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key-value-cache

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rukenx / attention-by-hand

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Transformer attention, worked through numerically; from self-attention and RoPE to KV cache, MQA, and GQA.

nlp key-value transformers pytorch attention attention-mechanism nlp-machine-learning attention-model attention-is-all-you-need multi-query attention-mechanisms pytorch-implementation multi-query-attention kv-cache transformers-models grouped-query-attention key-value-cache kv-cache-optimization kv-cache-management
  • Updated Aug 18, 2026
  • Python

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